EDA Energy Demand

Dataset statistics

Number of variables	29
Number of observations	134664
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	29.8 MiB
Average record size in memory	232.0 B

Variable types

Numeric	19
Categorical	10

Alerts

`demanda_energia` is highly overall correlated with `tmax-cab` and 9 other fields	High correlation
`prec_cul_mm` is highly overall correlated with `prec_lmo_mm`	High correlation
`prec_lmo_mm` is highly overall correlated with `prec_cul_mm`	High correlation
`tmax-cab` is highly overall correlated with `demanda_energia` and 9 other fields	High correlation
`tmax-cul` is highly overall correlated with `demanda_energia` and 9 other fields	High correlation
`tmax-hmo` is highly overall correlated with `demanda_energia` and 9 other fields	High correlation
`tmax-lmo` is highly overall correlated with `demanda_energia` and 9 other fields	High correlation
`tmax-obr` is highly overall correlated with `demanda_energia` and 9 other fields	High correlation
`tmin-cab` is highly overall correlated with `demanda_energia` and 9 other fields	High correlation
`tmin-cul` is highly overall correlated with `demanda_energia` and 9 other fields	High correlation
`tmin-hmo` is highly overall correlated with `demanda_energia` and 9 other fields	High correlation
`tmin-lmo` is highly overall correlated with `demanda_energia` and 9 other fields	High correlation
`tmin-obr` is highly overall correlated with `demanda_energia` and 9 other fields	High correlation
`lunes_festivo` is highly imbalanced (92.7%)	Imbalance
`martes_postfestivo` is highly imbalanced (92.8%)	Imbalance
`semana_santa` is highly imbalanced (89.0%)	Imbalance
`1_mayo` is highly imbalanced (97.2%)	Imbalance
`10_mayo` is highly imbalanced (97.5%)	Imbalance
`16_sep` is highly imbalanced (97.2%)	Imbalance
`2_nov.` is highly imbalanced (97.3%)	Imbalance
`pre-navidad_y_new_year` is highly imbalanced (95.2%)	Imbalance
`navidad_y_new_year` is highly imbalanced (95.1%)	Imbalance
`post-navidad_y_new_year` is highly imbalanced (95.1%)	Imbalance
`prec_lmo_mm` is highly skewed (γ1 = 22.00427544)	Skewed
`hora` has 5611 (4.2%) zeros	Zeros
`prec_hmo_mm` has 117840 (87.5%) zeros	Zeros
`prec_obr_mm` has 119088 (88.4%) zeros	Zeros
`prec_lmo_mm` has 122808 (91.2%) zeros	Zeros
`prec_cul_mm` has 112416 (83.5%) zeros	Zeros

Reproduction

Analysis started	2024-04-26 00:49:53.073516
Analysis finished	2024-04-26 00:52:33.454583
Duration	2 minutes and 40.38 seconds
Software version	ydata-profiling vv4.7.0
Download configuration	config.json

hora
Real number (ℝ)

ZEROS

Distinct	24
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.5

Minimum	0
Maximum	23
Zeros	5611
Zeros (%)	4.2%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	5.75
median	11.5
Q3	17.25
95-th percentile	22
Maximum	23
Range	23
Interquartile range (IQR)	11.5

Descriptive statistics

Standard deviation	6.9222123
Coefficient of variation (CV)	0.6019315
Kurtosis	-1.2041741
Mean	11.5
Median Absolute Deviation (MAD)	6
Skewness	0
Sum	1548636
Variance	47.917022
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	5611	4.2%
1	5611	4.2%
22	5611	4.2%
21	5611	4.2%
20	5611	4.2%
19	5611	4.2%
18	5611	4.2%
17	5611	4.2%
16	5611	4.2%
15	5611	4.2%
Other values (14)	78554	58.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5611	4.2%
1	5611	4.2%
2	5611	4.2%
3	5611	4.2%
4	5611	4.2%
5	5611	4.2%
6	5611	4.2%
7	5611	4.2%
8	5611	4.2%
9	5611	4.2%

Value	Count	Frequency (%)
23	5611	4.2%
22	5611	4.2%
21	5611	4.2%
20	5611	4.2%
19	5611	4.2%
18	5611	4.2%
17	5611	4.2%
16	5611	4.2%
15	5611	4.2%
14	5611	4.2%

dia
Real number (ℝ)

Distinct	31
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.706113

Minimum	1
Maximum	31
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	8
median	16
Q3	23
95-th percentile	29
Maximum	31
Range	30
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	8.8006052
Coefficient of variation (CV)	0.56032993
Kurtosis	-1.1947093
Mean	15.706113
Median Absolute Deviation (MAD)	8
Skewness	0.010140287
Sum	2115048
Variance	77.450652
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
1	4440	3.3%
8	4440	3.3%
2	4440	3.3%
12	4440	3.3%
10	4440	3.3%
9	4440	3.3%
11	4440	3.3%
7	4440	3.3%
6	4440	3.3%
5	4440	3.3%
Other values (21)	90264	67.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	4440	3.3%
2	4440	3.3%
3	4440	3.3%
4	4440	3.3%
5	4440	3.3%
6	4440	3.3%
7	4440	3.3%
8	4440	3.3%
9	4440	3.3%
10	4440	3.3%

Value	Count	Frequency (%)
31	2568	1.9%
30	4032	3.0%
29	4128	3.1%
28	4416	3.3%
27	4416	3.3%
26	4416	3.3%
25	4416	3.3%
24	4416	3.3%
23	4416	3.3%
22	4416	3.3%

mes
Real number (ℝ)

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.4334343

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	6
Q3	9
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.4618471
Coefficient of variation (CV)	0.5381025
Kurtosis	-1.2199472
Mean	6.4334343
Median Absolute Deviation (MAD)	3
Skewness	0.026864682
Sum	866352
Variance	11.984386
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
1	11904	8.8%
3	11904	8.8%
4	11520	8.6%
5	11448	8.5%
7	11160	8.3%
8	11160	8.3%
10	11160	8.3%
12	11160	8.3%
2	10848	8.1%
6	10800	8.0%
Other values (2)	21600	16.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	11904	8.8%
2	10848	8.1%
3	11904	8.8%
4	11520	8.6%
5	11448	8.5%
6	10800	8.0%
7	11160	8.3%
8	11160	8.3%
9	10800	8.0%
10	11160	8.3%

Value	Count	Frequency (%)
12	11160	8.3%
11	10800	8.0%
10	11160	8.3%
9	10800	8.0%
8	11160	8.3%
7	11160	8.3%
6	10800	8.0%
5	11448	8.5%
4	11520	8.6%
3	11904	8.8%

anio
Real number (ℝ)

Distinct	16
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2014.1882

Minimum	2007
Maximum	2022
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	2007
5-th percentile	2007
Q1	2010
median	2014
Q3	2018
95-th percentile	2021
Maximum	2022
Range	15
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	4.4383353
Coefficient of variation (CV)	0.0022035355
Kurtosis	-1.1952667
Mean	2014.1882
Median Absolute Deviation (MAD)	4
Skewness	0.010480292
Sum	2.7123864 × 10⁸
Variance	19.69882
Monotonicity	Increasing

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
2008	8784	6.5%
2012	8784	6.5%
2016	8784	6.5%
2020	8784	6.5%
2007	8760	6.5%
2009	8760	6.5%
2010	8760	6.5%
2011	8760	6.5%
2013	8760	6.5%
2014	8760	6.5%
Other values (6)	46968	34.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2007	8760	6.5%
2008	8784	6.5%
2009	8760	6.5%
2010	8760	6.5%
2011	8760	6.5%
2012	8784	6.5%
2013	8760	6.5%
2014	8760	6.5%
2015	8760	6.5%
2016	8784	6.5%

Value	Count	Frequency (%)
2022	3168	2.4%
2021	8760	6.5%
2020	8784	6.5%
2019	8760	6.5%
2018	8760	6.5%
2017	8760	6.5%
2016	8784	6.5%
2015	8760	6.5%
2014	8760	6.5%
2013	8760	6.5%

tmax-cab
Real number (ℝ)

HIGH CORRELATION

Distinct	909
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32.84941

Minimum	9
Maximum	50
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	9
5-th percentile	19.9
Q1	27
median	33.4
Q3	39.2
95-th percentile	44
Maximum	50
Range	41
Interquartile range (IQR)	12.2

Descriptive statistics

Standard deviation	7.8412686
Coefficient of variation (CV)	0.23870348
Kurtosis	-0.88136258
Mean	32.84941
Median Absolute Deviation (MAD)	6.4
Skewness	-0.262304
Sum	4423633
Variance	61.485493
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
38	4560	3.4%
42	4392	3.3%
43	4248	3.2%
41	4224	3.1%
37	4080	3.0%
35	3816	2.8%
39	3744	2.8%
40	3744	2.8%
28	3720	2.8%
33	3672	2.7%
Other values (899)	94464	70.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9	24	< 0.1%
11	24	< 0.1%
12	144	0.1%
13	144	0.1%
13.1	24	< 0.1%
13.2	24	< 0.1%
13.56	24	< 0.1%
13.59	24	< 0.1%
13.6	24	< 0.1%
14	264	0.2%

Value	Count	Frequency (%)
50	48	< 0.1%
48.4	24	< 0.1%
48	144	0.1%
47.6	24	< 0.1%
47.4	24	< 0.1%
47.3	24	< 0.1%
47.28	24	< 0.1%
47	312	0.2%
46.8	48	< 0.1%
46.68	24	< 0.1%

tmax-hmo
Real number (ℝ)

HIGH CORRELATION

Distinct	883
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	33.468893

Minimum	8
Maximum	49.1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	8
5-th percentile	22
Q1	28.5
median	34
Q3	39
95-th percentile	43
Maximum	49.1
Range	41.1
Interquartile range (IQR)	10.5

Descriptive statistics

Standard deviation	6.6465622
Coefficient of variation (CV)	0.19858924
Kurtosis	-0.6694255
Mean	33.468893
Median Absolute Deviation (MAD)	5
Skewness	-0.35969622
Sum	4507055
Variance	44.176789
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
37	5520	4.1%
39	5280	3.9%
36	5016	3.7%
38	4992	3.7%
35	4968	3.7%
40	4752	3.5%
33	4752	3.5%
41	4704	3.5%
32	4488	3.3%
34	4296	3.2%
Other values (873)	85896	63.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	24	< 0.1%
14.58	24	< 0.1%
15	24	< 0.1%
15.7	24	< 0.1%
16	216	0.2%
16.4	24	< 0.1%
16.5	72	0.1%
16.77	24	< 0.1%
16.8	24	< 0.1%
17	360	0.3%

Value	Count	Frequency (%)
49.1	24	< 0.1%
49	24	< 0.1%
48	72	0.1%
47	120	0.1%
46.5	120	0.1%
46.2	24	< 0.1%
46.06	24	< 0.1%
46	312	0.2%
45.89	24	< 0.1%
45.8	48	< 0.1%

tmax-obr
Real number (ℝ)

HIGH CORRELATION

Distinct	862
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	34.417407

Minimum	12
Maximum	47
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	12
5-th percentile	24
Q1	30
median	35
Q3	39
95-th percentile	43
Maximum	47
Range	35
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	5.9478342
Coefficient of variation (CV)	0.17281471
Kurtosis	-0.67333568
Mean	34.417407
Median Absolute Deviation (MAD)	5
Skewness	-0.3838756
Sum	4634785.7
Variance	35.376731
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
38	6672	5.0%
40	6672	5.0%
39	6360	4.7%
37	5832	4.3%
41	5784	4.3%
36	5304	3.9%
34	5088	3.8%
33	4920	3.7%
29	4776	3.5%
31	4680	3.5%
Other values (852)	78576	58.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12	24	< 0.1%
15	24	< 0.1%
16	48	< 0.1%
17	96	0.1%
17.7	24	< 0.1%
18	96	0.1%
18.5	24	< 0.1%
18.83	24	< 0.1%
19	168	0.1%
19.2	24	< 0.1%

Value	Count	Frequency (%)
47	48	< 0.1%
46.5	24	< 0.1%
46	264	0.2%
45.97	24	< 0.1%
45.5	24	< 0.1%
45.4	24	< 0.1%
45	816	0.6%
44.85	48	< 0.1%
44.67	24	< 0.1%
44.5	96	0.1%

tmax-lmo
Real number (ℝ)

HIGH CORRELATION

Distinct	796
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32.279594

Minimum	12
Maximum	45
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	12
5-th percentile	24
Q1	28.78
median	33
Q3	36
95-th percentile	39.3
Maximum	45
Range	33
Interquartile range (IQR)	7.22

Descriptive statistics

Standard deviation	4.8981224
Coefficient of variation (CV)	0.15174052
Kurtosis	-0.55827959
Mean	32.279594
Median Absolute Deviation (MAD)	3.62
Skewness	-0.36384824
Sum	4346899.2
Variance	23.991603
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
34	8136	6.0%
36	7968	5.9%
35	7632	5.7%
37	7032	5.2%
33	5688	4.2%
32	5616	4.2%
30	5568	4.1%
38	5448	4.0%
31	5256	3.9%
29	4896	3.6%
Other values (786)	71424	53.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12	24	< 0.1%
15	24	< 0.1%
16	24	< 0.1%
17	48	< 0.1%
18	120	0.1%
19	192	0.1%
19.08	24	< 0.1%
19.2	24	< 0.1%
19.4	24	< 0.1%
19.5	24	< 0.1%

Value	Count	Frequency (%)
45	24	< 0.1%
44	24	< 0.1%
43	144	0.1%
42.5	48	< 0.1%
42	744	0.6%
41.5	48	< 0.1%
41	1464	1.1%
40.9	24	< 0.1%
40.87	24	< 0.1%
40.5	288	0.2%

tmax-cul
Real number (ℝ)

HIGH CORRELATION

Distinct	730
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	33.928608

Minimum	17
Maximum	44
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	17
5-th percentile	26.73
Q1	31
median	34.4
Q3	37
95-th percentile	40
Maximum	44
Range	27
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	4.1130365
Coefficient of variation (CV)	0.12122621
Kurtosis	-0.17156658
Mean	33.928608
Median Absolute Deviation (MAD)	2.67
Skewness	-0.50479324
Sum	4568962.1
Variance	16.917069
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
36	9816	7.3%
37	8952	6.6%
34	8496	6.3%
35	8136	6.0%
38	7848	5.8%
32	7416	5.5%
33	7104	5.3%
31	6096	4.5%
39	6000	4.5%
30	5376	4.0%
Other values (720)	59424	44.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
17	24	< 0.1%
19	72	0.1%
20	48	< 0.1%
20.2	24	< 0.1%
20.3	24	< 0.1%
20.5	24	< 0.1%
21	168	0.1%
21.5	48	< 0.1%
22	336	0.2%
22.1	24	< 0.1%

Value	Count	Frequency (%)
44	24	< 0.1%
43	96	0.1%
42	792	0.6%
41.5	120	0.1%
41.01	24	< 0.1%
41	2064	1.5%
40.8	24	< 0.1%
40.68	24	< 0.1%
40.5	240	0.2%
40.33	24	< 0.1%

tmin-cab
Real number (ℝ)

HIGH CORRELATION

Distinct	846
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.379118

Minimum	-7
Maximum	33
Zeros	288
Zeros (%)	0.2%
Negative	672
Negative (%)	0.5%
Memory size	1.0 MiB

Quantile statistics

Minimum	-7
5-th percentile	4
Q1	10
median	16
Q3	23.68
95-th percentile	29
Maximum	33
Range	40
Interquartile range (IQR)	13.68

Descriptive statistics

Standard deviation	7.9828617
Coefficient of variation (CV)	0.48738044
Kurtosis	-1.0272796
Mean	16.379118
Median Absolute Deviation (MAD)	7
Skewness	0.021221737
Sum	2205677.5
Variance	63.72608
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11	4368	3.2%
10	4296	3.2%
14	4200	3.1%
15	4176	3.1%
12	4104	3.0%
13	4056	3.0%
25	4056	3.0%
27	4032	3.0%
9	4008	3.0%
26	3768	2.8%
Other values (836)	93600	69.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-7	24	< 0.1%
-6	24	< 0.1%
-5	48	< 0.1%
-3.2	24	< 0.1%
-3	72	0.1%
-2.2	24	< 0.1%
-2	120	0.1%
-1.8	24	< 0.1%
-1.7	24	< 0.1%
-1.5	24	< 0.1%

Value	Count	Frequency (%)
33	48	< 0.1%
32.86	24	< 0.1%
32.21	24	< 0.1%
32	240	0.2%
31.52	24	< 0.1%
31.41	24	< 0.1%
31.29	24	< 0.1%
31.13	24	< 0.1%
31	648	0.5%
30.99	24	< 0.1%

tmin-hmo
Real number (ℝ)

HIGH CORRELATION

Distinct	898
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.376817

Minimum	-3
Maximum	34
Zeros	48
Zeros (%)	< 0.1%
Negative	24
Negative (%)	< 0.1%
Memory size	1.0 MiB

Quantile statistics

Minimum	-3
5-th percentile	7
Q1	13
median	18
Q3	25
95-th percentile	29
Maximum	34
Range	37
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	7.0755035
Coefficient of variation (CV)	0.38502334
Kurtosis	-1.0538284
Mean	18.376817
Median Absolute Deviation (MAD)	6
Skewness	-0.074171439
Sum	2474695.7
Variance	50.06275
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
27	5352	4.0%
16	4872	3.6%
17	4848	3.6%
25	4776	3.5%
26	4728	3.5%
13	4584	3.4%
14	4464	3.3%
11	4440	3.3%
15	4296	3.2%
28	4032	3.0%
Other values (888)	88272	65.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-3	24	< 0.1%
0	48	< 0.1%
0.46	24	< 0.1%
0.66	24	< 0.1%
0.68	24	< 0.1%
1	96	0.1%
1.23	24	< 0.1%
1.45	24	< 0.1%
1.5	24	< 0.1%
2	144	0.1%

Value	Count	Frequency (%)
34	24	< 0.1%
33.4	24	< 0.1%
33.3	24	< 0.1%
32	168	0.1%
31.8	24	< 0.1%
31.73	24	< 0.1%
31.5	48	< 0.1%
31.07	24	< 0.1%
31	984	0.7%
30.9	24	< 0.1%

tmin-obr
Real number (ℝ)

HIGH CORRELATION

Distinct	879
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.552475

Minimum	2
Maximum	33
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	2
5-th percentile	8
Q1	13
median	18
Q3	25
95-th percentile	29
Maximum	33
Range	31
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	6.7732273
Coefficient of variation (CV)	0.36508483
Kurtosis	-1.1646299
Mean	18.552475
Median Absolute Deviation (MAD)	6
Skewness	0.054593195
Sum	2498350.6
Variance	45.876608
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14	6072	4.5%
26	5688	4.2%
27	5496	4.1%
15	5208	3.9%
13	5208	3.9%
25	5136	3.8%
16	5064	3.8%
10	5040	3.7%
12	4896	3.6%
17	4848	3.6%
Other values (869)	82008	60.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	48	< 0.1%
2.6	24	< 0.1%
3	24	< 0.1%
3.3	24	< 0.1%
4	120	0.1%
4.04	24	< 0.1%
4.1	24	< 0.1%
4.5	48	< 0.1%
4.6	24	< 0.1%
5	456	0.3%

Value	Count	Frequency (%)
33	24	< 0.1%
32	192	0.1%
31.96	24	< 0.1%
31.92	24	< 0.1%
31.67	24	< 0.1%
31.51	24	< 0.1%
31.41	24	< 0.1%
31.36	24	< 0.1%
31.25	24	< 0.1%
31.21	24	< 0.1%

tmin-lmo
Real number (ℝ)

HIGH CORRELATION

Distinct	839
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.836806

Minimum	1
Maximum	37
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	1
5-th percentile	10
Q1	13.54
median	18
Q3	25
95-th percentile	28
Maximum	37
Range	36
Interquartile range (IQR)	11.46

Descriptive statistics

Standard deviation	6.1180639
Coefficient of variation (CV)	0.32479306
Kurtosis	-1.2261872
Mean	18.836806
Median Absolute Deviation (MAD)	5.59
Skewness	0.0090221431
Sum	2536639.7
Variance	37.430706
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
26	7680	5.7%
25	6840	5.1%
13	5976	4.4%
27	5952	4.4%
12	5880	4.4%
16	5376	4.0%
14	5304	3.9%
15	5208	3.9%
17	5040	3.7%
18	4920	3.7%
Other values (829)	76488	56.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	24	< 0.1%
3	48	< 0.1%
4	24	< 0.1%
5	120	0.1%
5.2	24	< 0.1%
5.4	24	< 0.1%
6	240	0.2%
6.5	24	< 0.1%
6.6	24	< 0.1%
6.7	24	< 0.1%

Value	Count	Frequency (%)
37	72	0.1%
31	24	< 0.1%
30	240	0.2%
29.82	24	< 0.1%
29.55	24	< 0.1%
29.5	48	< 0.1%
29.36	24	< 0.1%
29.35	24	< 0.1%
29.28	24	< 0.1%
29.2	24	< 0.1%

tmin-cul
Real number (ℝ)

HIGH CORRELATION

Distinct	804
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.228211

Minimum	1
Maximum	32
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	1
5-th percentile	11
Q1	16
median	20
Q3	25
95-th percentile	28
Maximum	32
Range	31
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	5.5107476
Coefficient of variation (CV)	0.27242882
Kurtosis	-0.97947983
Mean	20.228211
Median Absolute Deviation (MAD)	5
Skewness	-0.17884119
Sum	2724011.8
Variance	30.36834
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25	7368	5.5%
24	7152	5.3%
26	6552	4.9%
17	6432	4.8%
16	5928	4.4%
27	5496	4.1%
18	5472	4.1%
15	5352	4.0%
14	4920	3.7%
23	4728	3.5%
Other values (794)	75264	55.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	48	< 0.1%
3	24	< 0.1%
5	72	0.1%
6	144	0.1%
7	120	0.1%
7.6	24	< 0.1%
7.7	48	< 0.1%
7.73	24	< 0.1%
8	312	0.2%
8.2	48	< 0.1%

Value	Count	Frequency (%)
32	48	< 0.1%
31	288	0.2%
30.49	48	< 0.1%
30.45	24	< 0.1%
30.42	24	< 0.1%
30.35	24	< 0.1%
30.34	24	< 0.1%
30.31	24	< 0.1%
30.18	24	< 0.1%
30.15	24	< 0.1%

prec_hmo_mm
Real number (ℝ)

ZEROS

Distinct	241
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.3183194

Minimum	0
Maximum	117
Zeros	117840
Zeros (%)	87.5%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	6
Maximum	117
Range	117
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	6.7917843
Coefficient of variation (CV)	5.1518505
Kurtosis	84.721288
Mean	1.3183194
Median Absolute Deviation (MAD)	0
Skewness	8.1204282
Sum	177530.16
Variance	46.128333
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	117840	87.5%
0.01	3312	2.5%
1	432	0.3%
1.2	360	0.3%
0.1	312	0.2%
0.3	312	0.2%
2	288	0.2%
0.5	288	0.2%
0.2	288	0.2%
3	264	0.2%
Other values (231)	10968	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	117840	87.5%
0.01	3312	2.5%
0.1	312	0.2%
0.2	288	0.2%
0.3	312	0.2%
0.4	168	0.1%
0.5	288	0.2%
0.6	96	0.1%
0.7	144	0.1%
0.8	192	0.1%

Value	Count	Frequency (%)
117	24	< 0.1%
115	24	< 0.1%
103.9	24	< 0.1%
92.1	24	< 0.1%
83.5	24	< 0.1%
80.5	24	< 0.1%
80	24	< 0.1%
72.5	24	< 0.1%
72	24	< 0.1%
71.8	24	< 0.1%

prec_obr_mm
Real number (ℝ)

ZEROS

Distinct	175
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.1317305

Minimum	0
Maximum	166.8
Zeros	119088
Zeros (%)	88.4%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	4
Maximum	166.8
Range	166.8
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	6.6121733
Coefficient of variation (CV)	5.8425333
Kurtosis	148.30497
Mean	1.1317305
Median Absolute Deviation (MAD)	0
Skewness	10.275648
Sum	152403.36
Variance	43.720835
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	119088	88.4%
0.01	2736	2.0%
1	1368	1.0%
0.5	912	0.7%
2	696	0.5%
1.5	456	0.3%
3	432	0.3%
2.5	384	0.3%
5	288	0.2%
9	264	0.2%
Other values (165)	8040	6.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	119088	88.4%
0.01	2736	2.0%
0.1	168	0.1%
0.2	216	0.2%
0.3	240	0.2%
0.4	24	< 0.1%
0.5	912	0.7%
0.6	96	0.1%
0.7	24	< 0.1%
0.8	24	< 0.1%

Value	Count	Frequency (%)
166.8	24	< 0.1%
104	24	< 0.1%
102	24	< 0.1%
101	24	< 0.1%
91.7	24	< 0.1%
91	24	< 0.1%
85	24	< 0.1%
81	24	< 0.1%
80.6	24	< 0.1%
74	24	< 0.1%

prec_lmo_mm
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	175
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.1055266

Minimum	0
Maximum	368
Zeros	122808
Zeros (%)	91.2%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2.7
Maximum	368
Range	368
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	8.8859825
Coefficient of variation (CV)	8.0377823
Kurtosis	724.53369
Mean	1.1055266
Median Absolute Deviation (MAD)	0
Skewness	22.004275
Sum	148874.64
Variance	78.960686
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	122808	91.2%
1	1032	0.8%
0.5	720	0.5%
0.01	624	0.5%
2	480	0.4%
5	432	0.3%
1.5	384	0.3%
0.2	312	0.2%
4	264	0.2%
3	240	0.2%
Other values (165)	7368	5.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	122808	91.2%
0.01	624	0.5%
0.1	168	0.1%
0.2	312	0.2%
0.3	192	0.1%
0.4	144	0.1%
0.5	720	0.5%
0.6	72	0.1%
0.7	48	< 0.1%
0.8	48	< 0.1%

Value	Count	Frequency (%)
368	24	< 0.1%
277.2	24	< 0.1%
160	24	< 0.1%
102	24	< 0.1%
97.4	24	< 0.1%
96.3	24	< 0.1%
92.71	24	< 0.1%
89.8	24	< 0.1%
88.9	24	< 0.1%
82.55	24	< 0.1%

prec_cul_mm
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	300
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.1633007

Minimum	0
Maximum	258
Zeros	112416
Zeros (%)	83.5%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	12
Maximum	258
Range	258
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	9.9661485
Coefficient of variation (CV)	4.6069179
Kurtosis	135.75845
Mean	2.1633007
Median Absolute Deviation (MAD)	0
Skewness	9.1892299
Sum	291318.72
Variance	99.324117
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	112416	83.5%
0.01	1320	1.0%
1	1200	0.9%
0.5	720	0.5%
1.5	600	0.4%
0.3	576	0.4%
2	552	0.4%
2.5	432	0.3%
0.2	360	0.3%
0.1	336	0.2%
Other values (290)	16152	12.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	112416	83.5%
0.01	1320	1.0%
0.1	336	0.2%
0.2	360	0.3%
0.3	576	0.4%
0.4	240	0.2%
0.5	720	0.5%
0.6	192	0.1%
0.7	72	0.1%
0.8	312	0.2%

Value	Count	Frequency (%)
258	24	< 0.1%
165	24	< 0.1%
155.5	24	< 0.1%
151.4	24	< 0.1%
129	24	< 0.1%
104.4	24	< 0.1%
95.7	24	< 0.1%
94	24	< 0.1%
92.9	24	< 0.1%
92.6	24	< 0.1%

lunes_festivo
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.4 MiB

0	133464
1	1200

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	134664
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	133464	99.1%
1	1200	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	133464	99.1%
1	1200	0.9%

Most occurring characters

Value	Count	Frequency (%)
0	133464	99.1%
1	1200	0.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	134664	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	133464	99.1%
1	1200	0.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	134664	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	133464	99.1%
1	1200	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	134664	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	133464	99.1%
1	1200	0.9%

martes_postfestivo
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.4 MiB

0	133488
1	1176

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	134664
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	133488	99.1%
1	1176	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	133488	99.1%
1	1176	0.9%

Most occurring characters

Value	Count	Frequency (%)
0	133488	99.1%
1	1176	0.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	134664	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	133488	99.1%
1	1176	0.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	134664	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	133488	99.1%
1	1176	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	134664	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	133488	99.1%
1	1176	0.9%

semana_santa
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.4 MiB

0	132696
1	1968

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	134664
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	132696	98.5%
1	1968	1.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	132696	98.5%
1	1968	1.5%

Most occurring characters

Value	Count	Frequency (%)
0	132696	98.5%
1	1968	1.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	134664	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	132696	98.5%
1	1968	1.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	134664	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	132696	98.5%
1	1968	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	134664	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	132696	98.5%
1	1968	1.5%

1_mayo
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.4 MiB

0	134280
1	384

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	134664
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	134280	99.7%
1	384	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	134280	99.7%
1	384	0.3%

Most occurring characters

Value	Count	Frequency (%)
0	134280	99.7%
1	384	0.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	134664	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	134280	99.7%
1	384	0.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	134664	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	134280	99.7%
1	384	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	134664	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	134280	99.7%
1	384	0.3%

10_mayo
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.4 MiB

0	134328
1	336

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	134664
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	134328	99.8%
1	336	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	134328	99.8%
1	336	0.2%

Most occurring characters

Value	Count	Frequency (%)
0	134328	99.8%
1	336	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	134664	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	134328	99.8%
1	336	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	134664	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	134328	99.8%
1	336	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	134664	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	134328	99.8%
1	336	0.2%

16_sep
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.4 MiB

0	134280
1	384

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	134664
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	134280	99.7%
1	384	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	134280	99.7%
1	384	0.3%

Most occurring characters

Value	Count	Frequency (%)
0	134280	99.7%
1	384	0.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	134664	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	134280	99.7%
1	384	0.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	134664	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	134280	99.7%
1	384	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	134664	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	134280	99.7%
1	384	0.3%

2_nov.
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.4 MiB

0	134304
1	360

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	134664
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	134304	99.7%
1	360	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	134304	99.7%
1	360	0.3%

Most occurring characters

Value	Count	Frequency (%)
0	134304	99.7%
1	360	0.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	134664	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	134304	99.7%
1	360	0.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	134664	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	134304	99.7%
1	360	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	134664	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	134304	99.7%
1	360	0.3%

pre-navidad_y_new_year
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.4 MiB

0	133944
1	720

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	134664
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	133944	99.5%
1	720	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	133944	99.5%
1	720	0.5%

Most occurring characters

Value	Count	Frequency (%)
0	133944	99.5%
1	720	0.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	134664	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	133944	99.5%
1	720	0.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	134664	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	133944	99.5%
1	720	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	134664	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	133944	99.5%
1	720	0.5%

navidad_y_new_year
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.4 MiB

0	133920
1	744

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	134664
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
0	133920	99.4%
1	744	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	133920	99.4%
1	744	0.6%

Most occurring characters

Value	Count	Frequency (%)
0	133920	99.4%
1	744	0.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	134664	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	133920	99.4%
1	744	0.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	134664	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	133920	99.4%
1	744	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	134664	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	133920	99.4%
1	744	0.6%

post-navidad_y_new_year
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.4 MiB

0	133920
1	744

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	134664
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	133920	99.4%
1	744	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	133920	99.4%
1	744	0.6%

Most occurring characters

Value	Count	Frequency (%)
0	133920	99.4%
1	744	0.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	134664	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	133920	99.4%
1	744	0.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	134664	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	133920	99.4%
1	744	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	134664	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	133920	99.4%
1	744	0.6%

demanda_energia
Real number (ℝ)

HIGH CORRELATION

Distinct	3953
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2461.9686

Minimum	959
Maximum	5399
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	959
5-th percentile	1399
Q1	1849
median	2311
Q3	2979
95-th percentile	3989
Maximum	5399
Range	4440
Interquartile range (IQR)	1130

Descriptive statistics

Standard deviation	795.61472
Coefficient of variation (CV)	0.32316202
Kurtosis	-0.21121532
Mean	2461.9686
Median Absolute Deviation (MAD)	537
Skewness	0.65903147
Sum	3.3153853 × 10⁸
Variance	633002.78
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1899	95	0.1%
1868	95	0.1%
2253	94	0.1%
2304	94	0.1%
2176	94	0.1%
1977	93	0.1%
2200	93	0.1%
1991	91	0.1%
2196	90	0.1%
2034	90	0.1%
Other values (3943)	133735	99.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
959	1	< 0.1%
966	1	< 0.1%
980	1	< 0.1%
999	1	< 0.1%
1001	1	< 0.1%
1002	1	< 0.1%
1003	2	< 0.1%
1004	1	< 0.1%
1005	1	< 0.1%
1006	1	< 0.1%

Value	Count	Frequency (%)
5399	1	< 0.1%
5390	1	< 0.1%
5295	1	< 0.1%
5290	1	< 0.1%
5283	1	< 0.1%
5269	1	< 0.1%
5268	1	< 0.1%
5242	1	< 0.1%
5230	1	< 0.1%
5225	1	< 0.1%

Auto

Heatmap
Table

	10_mayo	16_sep	1_mayo	2_nov.	anio	demanda_energia	dia	hora	lunes_festivo	martes_postfestivo	mes	navidad_y_new_year	post-navidad_y_new_year	pre-navidad_y_new_year	prec_cul_mm	prec_hmo_mm	prec_lmo_mm	prec_obr_mm	semana_santa	tmax-cab	tmax-cul	tmax-hmo	tmax-lmo	tmax-obr	tmin-cab	tmin-cul	tmin-hmo	tmin-lmo	tmin-obr
10_mayo	1.000	0.000	0.000	0.000	-0.001	-0.004	-0.032	0.000	0.003	0.003	-0.020	0.000	0.000	0.000	-0.022	-0.019	-0.016	-0.018	0.005	0.012	0.034	0.012	0.018	0.017	0.005	-0.002	0.004	-0.003	0.001
16_sep	0.000	1.000	0.000	0.000	-0.001	0.031	0.001	0.000	0.065	0.003	0.035	0.001	0.001	0.001	0.041	0.042	0.007	0.034	0.005	0.032	0.024	0.030	0.033	0.030	0.039	0.047	0.044	0.048	0.043
1_mayo	0.000	0.000	1.000	0.000	-0.002	-0.015	-0.084	0.000	0.030	0.003	-0.020	0.001	0.001	0.001	-0.024	-0.020	-0.017	-0.019	0.005	0.001	0.014	0.000	0.001	-0.000	0.000	-0.010	-0.007	-0.013	-0.002
2_nov.	0.000	0.000	0.000	1.000	-0.002	-0.010	-0.081	0.000	0.003	0.003	0.068	0.001	0.001	0.001	-0.023	-0.010	-0.005	-0.007	0.005	-0.007	0.028	-0.002	0.008	0.003	-0.013	0.005	-0.014	0.002	-0.002
anio	-0.001	-0.001	-0.002	-0.002	1.000	0.478	-0.005	0.000	0.005	0.000	-0.044	0.000	0.000	0.000	-0.021	-0.059	0.016	-0.036	0.009	-0.092	-0.047	0.031	-0.052	0.027	-0.120	-0.041	-0.039	0.045	-0.035
demanda_energia	-0.004	0.031	-0.015	-0.010	0.478	1.000	0.012	0.155	0.073	0.057	0.270	0.142	0.103	0.083	0.317	0.157	0.199	0.180	0.087	0.677	0.619	0.727	0.649	0.727	0.671	0.720	0.738	0.777	0.747
dia	-0.032	0.001	-0.084	-0.081	-0.005	0.012	1.000	0.000	0.099	0.104	0.012	0.137	0.137	0.158	0.003	0.013	0.005	-0.014	0.025	0.001	0.009	-0.009	0.016	0.004	-0.001	-0.014	0.007	-0.003	0.002
hora	0.000	0.000	0.000	0.000	0.000	0.155	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
lunes_festivo	0.003	0.065	0.030	0.003	0.005	0.073	0.099	0.000	1.000	0.008	-0.030	0.006	0.006	0.006	-0.022	-0.014	-0.023	-0.018	0.011	-0.060	-0.058	-0.061	-0.053	-0.063	-0.060	-0.059	-0.059	-0.061	-0.060
martes_postfestivo	0.003	0.003	0.003	0.003	0.000	0.057	0.104	0.000	0.008	1.000	-0.030	0.006	0.006	0.006	-0.024	-0.012	-0.015	-0.011	0.011	-0.061	-0.056	-0.066	-0.058	-0.070	-0.066	-0.073	-0.064	-0.063	-0.070
mes	-0.020	0.035	-0.020	0.068	-0.044	0.270	0.012	0.000	-0.030	-0.030	1.000	0.105	0.105	0.166	0.167	0.096	0.123	0.111	0.314	0.209	0.261	0.185	0.245	0.236	0.263	0.371	0.279	0.398	0.339
navidad_y_new_year	0.000	0.001	0.001	0.001	0.000	0.142	0.137	0.000	0.006	0.006	0.105	1.000	0.004	0.004	-0.026	-0.021	-0.023	-0.027	0.008	-0.101	-0.093	-0.097	-0.095	-0.095	-0.100	-0.085	-0.102	-0.092	-0.097
post-navidad_y_new_year	0.000	0.001	0.001	0.001	0.000	0.103	0.137	0.000	0.006	0.006	0.105	0.004	1.000	0.004	-0.027	-0.028	-0.023	-0.020	0.008	-0.098	-0.092	-0.098	-0.100	-0.096	-0.105	-0.087	-0.099	-0.095	-0.098
pre-navidad_y_new_year	0.000	0.001	0.001	0.001	0.000	0.083	0.158	0.000	0.006	0.006	0.166	0.004	0.004	1.000	-0.020	0.003	-0.014	-0.010	0.008	-0.097	-0.088	-0.095	-0.090	-0.096	-0.088	-0.078	-0.095	-0.089	-0.091
prec_cul_mm	-0.022	0.041	-0.024	-0.023	-0.021	0.317	0.003	0.000	-0.022	-0.024	0.167	-0.026	-0.027	-0.020	1.000	0.330	0.504	0.394	0.018	0.322	0.158	0.272	0.240	0.268	0.418	0.355	0.398	0.418	0.414
prec_hmo_mm	-0.019	0.042	-0.020	-0.010	-0.059	0.157	0.013	0.000	-0.014	-0.012	0.096	-0.021	-0.028	0.003	0.330	1.000	0.339	0.490	0.022	0.163	0.069	0.086	0.110	0.075	0.296	0.225	0.244	0.267	0.270
prec_lmo_mm	-0.016	0.007	-0.017	-0.005	0.016	0.199	0.005	0.000	-0.023	-0.015	0.123	-0.023	-0.023	-0.014	0.504	0.339	1.000	0.432	0.010	0.185	0.050	0.138	0.085	0.113	0.267	0.213	0.251	0.251	0.253
prec_obr_mm	-0.018	0.034	-0.019	-0.007	-0.036	0.180	-0.014	0.000	-0.018	-0.011	0.111	-0.027	-0.020	-0.010	0.394	0.490	0.432	1.000	0.016	0.186	0.064	0.121	0.100	0.081	0.296	0.238	0.260	0.275	0.267
semana_santa	0.005	0.005	0.005	0.005	0.009	0.087	0.025	0.000	0.011	0.011	0.314	0.008	0.008	0.008	0.018	0.022	0.010	0.016	1.000	-0.020	-0.025	-0.015	-0.017	-0.025	-0.043	-0.068	-0.037	-0.068	-0.052
tmax-cab	0.012	0.032	0.001	-0.007	-0.092	0.677	0.001	0.000	-0.060	-0.061	0.209	-0.101	-0.098	-0.097	0.322	0.163	0.185	0.186	-0.020	1.000	0.771	0.943	0.804	0.890	0.877	0.802	0.873	0.795	0.841
tmax-cul	0.034	0.024	0.014	0.028	-0.047	0.619	0.009	0.000	-0.058	-0.056	0.261	-0.093	-0.092	-0.088	0.158	0.069	0.050	0.064	-0.025	0.771	1.000	0.790	0.806	0.842	0.741	0.761	0.733	0.713	0.744
tmax-hmo	0.012	0.030	0.000	-0.002	0.031	0.727	-0.009	0.000	-0.061	-0.066	0.185	-0.097	-0.098	-0.095	0.272	0.086	0.138	0.121	-0.015	0.943	0.790	1.000	0.820	0.926	0.817	0.777	0.855	0.778	0.815
tmax-lmo	0.018	0.033	0.001	0.008	-0.052	0.649	0.016	0.000	-0.053	-0.058	0.245	-0.095	-0.100	-0.090	0.240	0.110	0.085	0.100	-0.017	0.804	0.806	0.820	1.000	0.839	0.754	0.723	0.799	0.761	0.754
tmax-obr	0.017	0.030	-0.000	0.003	0.027	0.727	0.004	0.000	-0.063	-0.070	0.236	-0.095	-0.096	-0.096	0.268	0.075	0.113	0.081	-0.025	0.890	0.842	0.926	0.839	1.000	0.808	0.804	0.825	0.784	0.825
tmin-cab	0.005	0.039	0.000	-0.013	-0.120	0.671	-0.001	0.000	-0.060	-0.066	0.263	-0.100	-0.105	-0.088	0.418	0.296	0.267	0.296	-0.043	0.877	0.741	0.817	0.754	0.808	1.000	0.859	0.909	0.849	0.909
tmin-cul	-0.002	0.047	-0.010	0.005	-0.041	0.720	-0.014	0.000	-0.059	-0.073	0.371	-0.085	-0.087	-0.078	0.355	0.225	0.213	0.238	-0.068	0.802	0.761	0.777	0.723	0.804	0.859	1.000	0.849	0.887	0.916
tmin-hmo	0.004	0.044	-0.007	-0.014	-0.039	0.738	0.007	0.000	-0.059	-0.064	0.279	-0.102	-0.099	-0.095	0.398	0.244	0.251	0.260	-0.037	0.873	0.733	0.855	0.799	0.825	0.909	0.849	1.000	0.885	0.926
tmin-lmo	-0.003	0.048	-0.013	0.002	0.045	0.777	-0.003	0.000	-0.061	-0.063	0.398	-0.092	-0.095	-0.089	0.418	0.267	0.251	0.275	-0.068	0.795	0.713	0.778	0.761	0.784	0.849	0.887	0.885	1.000	0.918
tmin-obr	0.001	0.043	-0.002	-0.002	-0.035	0.747	0.002	0.000	-0.060	-0.070	0.339	-0.097	-0.098	-0.091	0.414	0.270	0.253	0.267	-0.052	0.841	0.744	0.815	0.754	0.825	0.909	0.916	0.926	0.918	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	hora	dia	mes	anio	tmax-cab	tmax-hmo	tmax-obr	tmax-lmo	tmax-cul	tmin-cab	tmin-hmo	tmin-obr	tmin-lmo	tmin-cul	navidad_y_new_year	demanda_energia
0	0	1	1	2007	21.0	22.0	25.0	30.0	29.0	2.0	9.0	8.0	10.0	9.0	1	1394
1	1	1	1	2007	21.0	22.0	25.0	30.0	29.0	2.0	9.0	8.0	10.0	9.0	1	1297
2	2	1	1	2007	21.0	22.0	25.0	30.0	29.0	2.0	9.0	8.0	10.0	9.0	1	1255
3	3	1	1	2007	21.0	22.0	25.0	30.0	29.0	2.0	9.0	8.0	10.0	9.0	1	1222
4	4	1	1	2007	21.0	22.0	25.0	30.0	29.0	2.0	9.0	8.0	10.0	9.0	1	1168
5	5	1	1	2007	21.0	22.0	25.0	30.0	29.0	2.0	9.0	8.0	10.0	9.0	1	1128
6	6	1	1	2007	21.0	22.0	25.0	30.0	29.0	2.0	9.0	8.0	10.0	9.0	1	1100
7	7	1	1	2007	21.0	22.0	25.0	30.0	29.0	2.0	9.0	8.0	10.0	9.0	1	1083
8	8	1	1	2007	21.0	22.0	25.0	30.0	29.0	2.0	9.0	8.0	10.0	9.0	1	1076
9	9	1	1	2007	21.0	22.0	25.0	30.0	29.0	2.0	9.0	8.0	10.0	9.0	1	1022

	hora	dia	mes	anio	tmax-cab	tmax-hmo	tmax-obr	tmax-lmo	tmax-cul	tmin-cab	tmin-hmo	tmin-obr	tmin-lmo	tmin-cul	demanda_energia
134654	14	12	5	2022	34.0	37.0	38.0	36.0	40.0	15.0	20.0	19.0	22.0	21.0	3601
134655	15	12	5	2022	34.0	37.0	38.0	36.0	40.0	15.0	20.0	19.0	22.0	21.0	3844
134656	16	12	5	2022	34.0	37.0	38.0	36.0	40.0	15.0	20.0	19.0	22.0	21.0	3971
134657	17	12	5	2022	34.0	37.0	38.0	36.0	40.0	15.0	20.0	19.0	22.0	21.0	4040
134658	18	12	5	2022	34.0	37.0	38.0	36.0	40.0	15.0	20.0	19.0	22.0	21.0	4014
134659	19	12	5	2022	34.0	37.0	38.0	36.0	40.0	15.0	20.0	19.0	22.0	21.0	3861
134660	20	12	5	2022	34.0	37.0	38.0	36.0	40.0	15.0	20.0	19.0	22.0	21.0	3668
134661	21	12	5	2022	34.0	37.0	38.0	36.0	40.0	15.0	20.0	19.0	22.0	21.0	3692
134662	22	12	5	2022	34.0	37.0	38.0	36.0	40.0	15.0	20.0	19.0	22.0	21.0	3777
134663	23	12	5	2022	34.0	37.0	38.0	36.0	40.0	15.0	20.0	19.0	22.0	21.0	3796

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII